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David Gutman

Formats
  1. Journal Article (4)
  2. Editorial (1)
Groups
  1. Neuroradiology Service (5)
  2. Radiology, Department of (5)
  3. Body Imaging Service (2)
  4. Breast Imaging Service (2)
  5. Alumni (GSK) (1)
  6. Biostatistics Service (1)

More Groups

People
  1. Andrei Holodny (4)
  2. Robert Young (4)
  3. Joseph Stember (2)
  4. Krishna Juluru (2)
  5. Nathaniel Swinburne (2)
  6. Sofia Haque (2)

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Years
  1. 2024 (1)
  2. 2023 (1)
  3. 2022 (1)
  4. 2021 (2)
Publications
  1. European Radiology (1)
  2. Journal of Imaging Informatics in Medicine (1)
  3. Neuro-Oncology (1)
  4. Radiology (1)
  5. Radiology: Artificial Intelligence (1)
Publishers
  1. Springer (2)
  2. Radiological Society of North America, Inc. (1)
  3. Oxford University Press (1)
  4. Radiological Society of North America, Inc. (1)

Results (5)

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  • Evolutionary strategies AI addresses multiple technical challenges in deep learning deployment: Proof-of-principle demonstration for neuroblastoma brain metastasis detection
    Journal Article

    Purkayastha, S.; Shalu, H.; Gutman, D.; Holodny, A.; Modak, S.; Basu, E.; Kushner, B.; Kramer, K.; Haque, S.; Stember, J. N.
    Journal of Imaging Informatics in Medicine (2024)

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  • Fast, light, and scalable: Harnessing data-mined line annotations for automated tumor segmentation on brain MRI
    Journal Article

    Swinburne, N. C.; Yadav, V.; Murthy, K. N. K.; Elnajjar, P.; Shih, H. H.; Panyam, P. K.; Santilli, A.; Gutman, D. C.; Pike, L.; Moss, N. S.; more...
    European Radiology (2023)

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  • Semisupervised training of a brain MRI tumor detection model using mined annotations
    Journal Article

    Swinburne, N. C.; Yadav, V.; Kim, J.; Choi, Y. R.; Gutman, D. C.; Yang, J. T.; Moss, N.; Stone, J.; Tisnado, J.; Hatzoglou, V.; more...
    Radiology (2022)

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  • Integrating eye tracking and speech recognition accurately annotates MR brain images for deep learning: Proof of principle
    Journal Article

    Stember, J. N.; Celik, H.; Gutman, D.; Swinburne, N.; Young, R.; Eskreis-Winkler, S.; Holodny, A.; Jambawalikar, S.; Wood, B. J.; Chang, P. D.; more...
    Radiology: Artificial Intelligence (2021)

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  • IDH glioma radiogenomics in the era of deep learning
    Editorial

    Gutman, D. C.; Young, R. J.
    Neuro-Oncology (2021)

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